Wissenschaftliches Seminar

Termin / Date Name Thema / Topic Organization / Organisation Anmerkung / Remark
08.10.20 - 14:30 Uhr - GPT Improving Language Understanding by Generative Pre-Training Journal-Club / Book Club Zur Vorbereitung muss folgendes Paper durchgearbeitet werden: https://cdn.openai.com/research-covers/language-unsupervised/language_understanding_paper.pdf
15.10.20 - 14:30 Uhr - Chapter 5 Bayesian Statistics - K. Murphy Machine Learning Journal-Club / Book Club bis einschließlich Unter-Kapitel 5.4
22.10.20 - 14:45 Uhr - BERT - Pre-training of Deep Bidirectional Transformers for Language Understanding Journal-Club / Book Club https://arxiv.org/abs/1810.04805
29.10.20 - 14:45 Uhr - Bayesian modeling and inference via probabilistic programming with pyro Journal-Club / Book Club https://pyro.ai/examples/, https://towardsdatascience.com/probabilistic-programming-with-pyro-and-kitchen-scale-f8d6a5d9ae0f, https://gitlab.com/deep.TEACHING/educational-materials/-/blob/master/notebooks/probabilistic-programming/pyro/exercise-pyro-simple-gaussian.ipynb
05.11.20 - 14:45 Uhr Rasmus Kiehl, Sebastian Lohmann, Tom Bisson Daten MAI-Projekt wissenschaftliches Seminar
12.11.20 - 14:45 Uhr - Bayesian Methods for Machine Learning Journal Club / Book Club Week 1 of https://www.coursera.org/learn/bayesian-methods-in-machine-learning
19.11.20 - 14:45 Uhr - Deep neural network models for computational histopathology: A survey Journal Club / Book Club Besprechung des Paper https://www.sciencedirect.com/science/article/pii/S1361841520301778
26.11.20 - 14:45 Uhr - Bayesian Methods for Machine Learning Journal Club / Book Club Week 2 of https://www.coursera.org/learn/bayesian-methods-in-machine-learning, https://gitlab.com/deep.TEACHING/educational-materials/-/blob/master/notebooks/graphical-models/directed/exercise-EM-simple-example.ipynb , https://gitlab.com/deep.TEACHING/educational-materials/-/blob/master/notebooks/graphical-models/directed/exercise-1d-gmm-em.ipynb
03.12.20 - 14:45 Uhr - Image GPT https://openai.com/blog/image-gpt/ Journal Club / Book Club Besprechung des Paper https://cdn.openai.com/papers/Generative_Pretraining_from_Pixels_V2.pdf
10.12.20 - 14:45 Uhr - Bayesian Methods for Machine Learning Journal Club / Book Club Week 3 of https://www.coursera.org/learn/bayesian-methods-in-machine-learning only part "Variational Inference" and not LDA
17.12.20 - 14:45 Uhr - SimCLR (A Simple Framework for Contrastive Learning of Visual Representations) Journal Club / Book Club https://arxiv.org/pdf/2002.05709.pdf , https://amitness.com/2020/03/illustrated-simclr/